Best Data Management Software

How Many Data Management Software Products Does G2 Track?

Total Products under this Category: 82

Category Stats (Nov 2026)

  • Average Rating: 4.53/5 (↑0.03 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: DataBahn (+1.05%) - Among all products in this category, DataBahn recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Management Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 19,300+ Authentic Reviews
  • 82+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Management Software

G2 Grid® for Data Management Software plotting products by satisfaction and market presence

Highlighted products: Databricks, Data 360 (formerly Salesforce Data Cloud), Vast Data, Progress ShareFile, Unitrends Backup and Recovery, Progress MarkLogic, and Frontier.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-management-software/grids.json?focus%5B%5D=databricks&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=vast-data&focus%5B%5D=progress-sharefile&focus%5B%5D=unitrends-backup-and-recovery&focus%5B%5D=progress-marklogic&focus%5B%5D=exportly-frontier)

Databricks

Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and 70% of the Fortune 500 — rely on the Databricks Data + AI Platform to build and scale data and AI apps, analytics, and agents. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified platform that includes Genie, Lakebase, Agent Bricks, Lakeflow, Lakehouse, and Unity Catalog. Founded in 2013 by the original creators of Apache Spark™, Delta Lake, MLflow and Unity Catalog, Databricks is built on an open lakehouse architecture that brings data, analytics and AI together. The platform is used by data engineers, data scientists, analysts, developers, machine learning teams, AI teams and business users to collaborate across the full data and AI lifecycle. Key Databricks capabilities include: - Data engineering: Build, automate and manage reliable batch, streaming and real-time data pipelines. - Analytics and business intelligence: Run SQL analytics, create dashboards and enable business teams to explore data. - Data governance: Discover, secure and manage data and AI assets across teams, clouds and workloads. - Machine learning and AI: Develop models, build generative AI applications and create production-grade AI agents. - Data applications: Build and deploy data-driven applications using governed enterprise data. Available across AWS, Azure and Google Cloud, Databricks helps organizations work across clouds, reduce data silos and simplify collaboration across teams and tools. Customers use Databricks for use cases such as customer personalization, fraud detection, predictive maintenance, real-time analytics, cybersecurity, healthcare research, financial risk management, supply chain optimization and AI-powered decision-making. Databricks is used across industries including financial services, healthcare and life sciences, retail, manufacturing, energy and the public sector. Organizations use the platform to modernize data infrastructure, accelerate AI adoption and turn enterprise data into business value.

Average Rating: 4.6/5.0

Total Reviews: 1,372

Who Is the Company Behind Databricks?

  • Seller: Databricks Inc.
  • Company Website:
  • Year Founded: 2013
  • HQ Location: San Francisco, CA
  • Twitter: @databricks
    92,269 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14,336 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 47% Large, 38% Medium

What Do G2 Reviewers Say About Databricks?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the ease of use and extensive features of Databricks, streamlining data warehousing and machine learning tasks.
  • Users appreciate the ease of use of Databricks, enhancing their experience with its intuitive interface and efficient features.
  • Users value the seamless integrations with AWS services that enhance efficiency and support diverse business needs.
  • Users value the seamless collaboration provided by Databricks, enhancing teamwork on data projects and insights sharing.
  • Users value the effective data management features of Databricks, simplifying their workflows and enhancing decision-making.
Cons
  • Users face a steep learning curve with Databricks, as its complexity can be confusing for newcomers.
  • Users note that the cost of Databricks can be quite high, particularly for large data projects and limited free options.
  • Users find the steep learning curve of Databricks challenging, particularly for those unfamiliar with big data tools.
  • Users express frustration over missing features in Databricks, limiting its effectiveness for complex deployments and custom setups.
  • Users find the complexity of Databricks challenging, especially during initial setup and navigation of advanced features.

What Are Recent G2 Reviews of Databricks?

What Are G2 Users Discussing About Databricks?

Data 360 (formerly Salesforce Data Cloud)

Data 360 is the system of context for the Agentic Enterprise. Natively built on the Salesforce platform, it connects every source of data you have—from data lakes to warehouses—creating a unified view of your business that your teams and AI agents can act on. And with Zero Copy capabilities, you get all of this without the cost or complexity of moving a single byte of data. Instead of relying on outdated information, your employees and AI agents operate from a complete, real-time understanding of your business exactly when it’s needed. This allows you to immediately personalize every customer experience, unlock connected journeys, and power smarter AI agents grounded in trusted business context. Data 360 activates your trusted context across every surface and every agent in your enterprise—wherever the work happens.

Average Rating: 4.2/5.0

Total Reviews: 708

Who Is the Company Behind Data 360 (formerly Salesforce Data Cloud)?

  • Seller: Salesforce
  • Company Website:
  • Year Founded: 1999
  • HQ Location: San Francisco, CA
  • Twitter: @salesforce
    579,511 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    89,711 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Salesforce Developer, Salesforce Administrator
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 40% Medium, 35% Large

What Do G2 Reviewers Say About Data 360 (formerly Salesforce Data Cloud)?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time platform integration of Salesforce Data 360, enhancing personalization and driving smarter decisions.
  • Users value the ease of use of Salesforce Data Cloud, enjoying time savings and streamlined data access.
  • Users value the easy integration of Salesforce Data 360, facilitating seamless data unification and enhanced reporting capabilities.
  • Users value the efficient data aggregation in Salesforce Data 360, enhancing insights and unified customer profiling.
  • Users value the seamless integrations of Salesforce Data 360, enhancing real-time data access and unified customer profiles.
Cons
  • Users find the learning curve steep for Salesforce Data Cloud, requiring significant support for setup and maintenance.
  • Users find Salesforce Data 360 to be expensive, facing challenges with unpredictable costs and a steep learning curve.
  • Users face a difficult learning curve with Salesforce Data 360, finding the setup and terminology quite challenging.
  • Users find the initial setup complex, facing a steep learning curve and challenges in configuration and data management.
  • Users face a complex setup, with a steep learning curve that complicates the initial experience and usability.

What Are Recent G2 Reviews of Data 360 (formerly Salesforce Data Cloud)?

What Are G2 Users Discussing About Data 360 (formerly Salesforce Data Cloud)?

Vast Data

VAST delivers the first AI Operating System, natively unifying and orchestrating storage, database, and compute to unleash the true power of agentic computing and data-intensive applications.​

Average Rating: 4.4/5.0

Total Reviews: 27

Who Is the Company Behind Vast Data?

  • Seller: Vast Data
  • Year Founded: 2016
  • HQ Location: United States
  • Twitter: @VAST_Data
    5,839 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,261 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 46% Medium, 32% Small

What Do G2 Reviewers Say About Vast Data?

AI-generated summary from verified user reviews

Pros
  • Users value the easy data management provided by Vast Data, enabling seamless scalability and performance improvements.
  • Users highlight the exceptional performance of Vast Data, facilitating fast access and efficient data management as needs grow.
  • Users appreciate the scalability of Vast Data, effortlessly expanding data needs while maintaining high performance and simplicity.
  • Users appreciate the simple interface of Vast Data, making data storage and management easy and efficient.
  • Users value the cost-effective backup solutions offered by Vast Data, appreciating its unified approach and versatility.
Cons
  • Users find the complex setup of Vast Data challenging, impacting their overall experience and efficiency.
  • Users occasionally face connection issues with Vast Data, leading to unpredictable performance and occasional lag.
  • Users occasionally face connectivity issues with Vast Data, leading to lag during usage.
  • Users find the cost of Vast Data to be a significant factor impacting their business decisions.
  • Users mention the high costs associated with Vast Data, which can impact business investments and budgeting.

What Are Recent G2 Reviews of Vast Data?

What Are G2 Users Discussing About Vast Data?

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Progress ShareFile

Progress® ShareFile® AI-powered document collaboration platform is designed to help businesses run client work from start to finish—securely, efficiently and with less friction. Built for organizations that handle sensitive information—such as accounting, legal and financial services—ShareFile software goes beyond traditional file transfer tools to support a more connected, end-to-end client experience. From document collection and collaboration to approvals, e-signatures and secure storage, ShareFile unifies key stages of client work in a single, secure platform. With ShareFile, teams can securely share files, manage document workflows and collaborate with clients through branded client portals—while helping maintain visibility into documents, requests and client interactions. Instead of juggling disconnected tools, businesses can streamline processes, reduce manual work and create more consistent, professional client experiences. ShareFile combines secure file transfer, client portals, document workflow automation and e-signature capabilities into one solution, helping teams move work faster, while helping organizations manage sensitive data. Key capabilities include: • Secure file sharing and large file transfer with encrypted email and attachments • Client portals for structured, branded collaboration and document exchange • Document workflow automation for intake, approvals, onboarding and repeatable processes • Built-in e-signature, forms and approvals to help complete work without switching tools • AI-powered document automation, including intake, summarization and instant Q&A • Granular permissions, audit trails and governance controls to help improve visibility and support compliance efforts • Advanced security features, including encryption in transit and at rest, plus tools that support secure client interactions By unifying people, processes and data into a single platform, ShareFile helps reduce tool sprawl and enables teams to scale client work without increasing complexity. Benefits can include improved efficiency, more consistent client experiences and stronger operational outcomes. ShareFile is a modern alternative to legacy FTP systems and basic file-sharing tools—purpose-built to help organizations run client work end-to-end, improve client experiences and operate with greater confidence.

Average Rating: 4.2/5.0

Total Reviews: 1,479

Who Is the Company Behind Progress ShareFile?

  • Seller: Progress Software
  • Company Website:
  • Year Founded: 1981
  • HQ Location: Burlington, MA.
  • Twitter: @ProgressSW
    48,773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,242 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, Office Manager
  • Top Industries: Accounting, Information Technology and Services
  • Company Size: 37% Small, 33% Medium

What Do G2 Reviewers Say About Progress ShareFile?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of ShareFile, noting its efficient setup and smooth document management.
  • Users value the exceptional security of ShareFile, ensuring safe and reliable file sharing and management across devices.
  • Users value the secure file sharing of ShareFile, enhancing collaboration and simplifying document management effectively.
  • Users value the secure and easy file sharing of Progress ShareFile, enhancing collaboration and document management efforts.
  • Users appreciate the secure sharing of Progress ShareFile, enabling smooth collaboration with internal and external teams.
Cons
  • Users find it difficult to access shared folders and experience issues with file duplication and account requirements.
  • Users find the interface issues of Progress ShareFile challenging, especially for newcomers navigating its complex features.
  • Users experience slow performance with Progress ShareFile, including lag in syncing, navigation, and connectivity issues.
  • Users find the pricing to be expensive, particularly challenging for small teams or startups needing flexibility.
  • Users find the interface usability lacking, citing complexity and clutter that can overwhelm new users.

What Are Recent G2 Reviews of Progress ShareFile?

What Are G2 Users Discussing About Progress ShareFile?

Unitrends Backup and Recovery

Unitrends Data Center Backup and Recovery offers a Unified BCDR solution enabling our users to address the challenges of today with a complete, agile solution designed to backup, secure and recover all workloads. The platform encompasses protection for traditional data center infrastructure as well as cloud-based IaaS workloads, SaaS applications and the data being generated on endpoint devices such as laptops and PCs. Purposeful integrations with security tools provide end-to-end protection against cybercrime and human error, while automation and artificial intelligence is injected into the platform to simplify complex systems and provide a unified experience with visibility across a complete backup infrastructure.

Average Rating: 4.2/5.0

Total Reviews: 447

Who Is the Company Behind Unitrends Backup and Recovery?

  • Seller: Kaseya
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Miami, FL
  • Twitter: @KaseyaCorp
    17,411 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,483 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: IT Manager, Network Administrator
  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 61% Medium, 29% Small

What Do G2 Reviewers Say About Unitrends Backup and Recovery?

AI-generated summary from verified user reviews

Pros
  • Users praise the flawless backup functionality of Unitrends Backup, appreciating its comprehensive VM support and management features.
  • Users highlight the reliability of Unitrends Backup and Recovery, praising its flawless backups and solid performance.
  • Users commend the exceptional customer support of Unitrends Backup and Recovery for its quick and knowledgeable assistance.
  • Users value the intuitive user interface for managing backups smoothly and effectively, enhancing their overall experience.
  • Users appreciate the frequent and reliable backups of Unitrends, ensuring data protection and ease of management.
Cons
  • Users experience significant issues with poor customer support, leading to frustrating troubleshooting and unresolved problems.
  • Users struggle with backup issues, finding setup unintuitive and lacking sufficient troubleshooting guidance for persistent errors.
  • Users find the UI needs improvement, citing navigation issues and a lack of customization and user permissions.
  • Users find the poor interface design frustrating, making navigation difficult and complicating daily tasks.
  • Users find the missing features of Unitrends Backup and Recovery frustrating, hindering effective management and resolution of issues.

What Are Recent G2 Reviews of Unitrends Backup and Recovery?

What Are G2 Users Discussing About Unitrends Backup and Recovery?

Progress MarkLogic

Progress MarkLogic is an enterprise-grade multi-model data management platform that unlocks value from complex data. It works with the full breadth of a company's information and makes it easily discoverable and ready to power high-value applications, decision intelligence and trustworthy AI. Organizations leverage integrated capabilities to integrate, harmonize, search and visualize multi-model data to build a connected data ecosystem as the secure and scalable foundation for the AI era.

Average Rating: 4.3/5.0

Total Reviews: 64

Who Is the Company Behind Progress MarkLogic?

  • Seller: Progress Software
  • Company Website:
  • Year Founded: 1981
  • HQ Location: Burlington, MA.
  • Twitter: @ProgressSW
    48,773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,242 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 54% Large, 25% Small

What Are Recent G2 Reviews of Progress MarkLogic?

What Are G2 Users Discussing About Progress MarkLogic?

Frontier

Frontier is a browser extension that gives sales reps one-click access to the workflows, AI agents and MCPs their GTM team builds — on any page they're prospecting from. RevOps and GTM Engineers build the plays in Clay and connect their existing stack: Clay MCP, Salesforce MCP and others. Frontier deploys those plays to reps inside the browser, where the contact profile, the company site or the email in front of them is already available as context. No exporting to a spreadsheet, no switching to a separate chat tool, no re-explaining what's already on screen. Reps get proven plays pre-loaded rather than a blank prompt: waterfall contact enrichment, buying committee mapping, pre-call research, account scoring, lookalike prospecting, CRM sync and dedupe. Because enrichment routes through Clay's data providers, teams use their own credits and 150+ sources instead of being locked into a single vendor's database. Ops keeps control throughout — choose which workflows reps can trigger, set usage caps, whitelist sites, manage access with SSO, and see which plays actually drive pipeline. SOC 2 Type II audited. Frontier is used by SDRs, Account Executives and RevOps teams at companies including Zoom, Glean, Pendo, Cursor, Webflow and BILL. Formerly Exportly.

Average Rating: 4.8/5.0

Total Reviews: 14

Who Is the Company Behind Frontier?

  • Seller: Exportly
  • Year Founded: 2019
  • HQ Location: San Francisco, United States
  • LinkedIn® Page: www.linkedin.com
    99 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 57% Medium, 36% Small

What Do G2 Reviewers Say About Frontier?

AI-generated summary from verified user reviews

Pros
  • Users value the affordability and flexibility of Exportly, enhancing control over costs and data quality.
  • Users value how Exportly streamlines contact information management, significantly enhancing efficiency for sales representatives.
  • Users value the seamless CRM integration of Exportly, significantly speeding up the data management process for sales teams.
  • Users value how Exportly's efficiency in contact information management saves time and enhances productivity for sales teams.
  • Users appreciate the improved data accuracy with Exportly, gaining better control over costs and data usage.
Cons
  • Users wish for more CRM integration options in Exportly to enhance workflow and trigger enrichment flows easily.
  • Users wish for more options to trigger enrichment flows, highlighting the missing features in Exportly's capabilities.

What Are Recent G2 Reviews of Frontier?

Scikiq: Comprehensive Data Management Platform

SCIKIQ help make AI possible for enterprises. SCIKIQ brings together everything an enterprise needs to scale AI, clean data, trusted governance, semantic context, real-time orchestration, and intelligent agents, all in one platform. SCIKIQ brings Data Hub, a Unified Data Layer, a foundational architecture that creates a single version of truth across all data sources, departments, and use cases within the enterprise. SCIKIQ Data Hub brings Data integration, Processing and Curation, Data Governance and Data Visualisation all in one platform. It also brings Gen AI studio, Agentic AI and Auto ML studio for your AI Initiatives. Our Conversation (Self Service) Analytics, prompt to process (data analytics, Dashboards, Agents, insights & products) AI Co-pilot is among the best in the world Recognized by Forrester as top 34 AI enabled platform in the world, By NASSCOM in top 10 in Deep Tech club and By YourStory and Inc Media in Top 30 companies to watch. Selected by AWS to showcase at MWC and AWS re:Invent

Average Rating: 4.6/5.0

Total Reviews: 13

Who Is the Company Behind Scikiq: Comprehensive Data Management Platform?

  • Seller: SCIKIQ
  • Year Founded: 2023
  • HQ Location: Gurgaon
  • Twitter: @scikiq
    9 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 38% Large, 31% Medium

What Do G2 Reviewers Say About Scikiq: Comprehensive Data Management Platform?

AI-generated summary from verified user reviews

Pros
  • Users find SCIKIQ to be easy to use, enjoying its intuitive interface and seamless customization options.
  • Users value the ease of use of Scikiq, especially its intuitive interface for managing complex data workflows.
  • Users value the seamless integration and ease of use of Scikiq, making data management efficient and accessible.
  • Users appreciate the seamless data integration capabilities of Scikiq, enabling efficient management of complex workflows.
  • Users value the easy setup of Scikiq, finding its intuitive design effortless for data management tasks.
Cons
  • Users find complexity issues with SCIKIQ's implementation, making integration with other platforms frustrating at times.
  • Users find some features of Scikiq to be complex, which can hinder their overall user experience.
  • Users find the complex implementation of Scikiq's data management challenging, leading to potential frustration.
  • Users find the software too pricey and suggest aligning its cost with similar market products.
  • Users find integration issues with certain platforms frustrating, adding to the overall complexity of Scikiq.

What Are Recent G2 Reviews of Scikiq: Comprehensive Data Management Platform?

Syncari

Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexity of multi-agent environments and AI-driven operations, Syncari automates core data management workflows—from data modeling and lineage to validation and remediation—without needing heavy IT resources. At the heart of Syncari is its patented multi-directional sync, delivering real-time, bi-directional data consistency across CRMs, ERPs, cloud platforms, and data warehouses—without custom code or middleware. Syncari ensures continuously clean, synchronized, and governed data flows throughout your enterprise and is always ready for analytics, AI models, and operational use. Whether you're powering AI copilots, managing complex entity relationships, or standardizing data pipelines, Syncari helps you move beyond just managing data—to activating it. Why Syncari? -Syncari Agentic MDM™: Designed for orchestrating trusted data across AI agents and teams -Patented Multi-Directional Sync: Real-time updates across all connected platforms -Agentic Ops: Schema sync, field mapping, DQ enforcement, and remediation -Entity Resolution: Consolidate and deduplicate records across domains -Composable + Cloud-First: Built to plug into your existing SaaS and data stack -Low-Code / No-Code: Accessible to IT, data teams, RevOps, and business users alike Core Capabilities Unify, Sync, Automate, Activate, Model, Catalog, Lineage, Transform, Standardize, Verify, Remediate, Observe, Report, Consume Top Use Cases - Customer Master: Build a unified customer profile across GTM systems - Product Master: Align and enrich product data across eCommerce and ERP - Hierarchy Master: Govern legal entities, accounts, and territories - Analytics MDM: Push AI-ready data into BI tools and ML workflows - Data Products: Operationalize governed datasets for internal and external use - Data Quality: Automatically identify, validate, standardize, and remediate data issues across systems - MDM for Snowflake: Sync and manage master data directly inside Snowflake - MDM for GCP: Connect, unify, and activate trusted data in BigQuery and GCP tools - MDM for Your Data Warehouse: Maintain clean, governed, query-ready data across your cloud warehouse infrastructure -MCP Server for your unified data

Average Rating: 4.8/5.0

Total Reviews: 41

Who Is the Company Behind Syncari?

  • Seller: Syncari
  • Year Founded: 2019
  • HQ Location: Newark, California
  • Twitter: @syncari
    236 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Medium, 44% Small

What Are Recent G2 Reviews of Syncari?

What Are G2 Users Discussing About Syncari?

DataBahn

DataBahn.ai is redefining how enterprises manage the explosion of security and operational data in the AI era. Our AI-powered data pipeline and fabric platform helps organizations securely collect, enrich, orchestrate, and optimize enterprise data—including security, application, observability, and IoT/OT telemetry—for analytics, automation, and AI. With native support for over 500 integrations and built-in enrichment capabilities, DataBahn streamlines fragmented data workflows and reduces SIEM and infrastructure costs from day one. The platform requires no specialist training, enabling security and IT teams to extract insights in real time and adapt quickly to new demands. We've helped Fortune 500 and Global 2000 companies reduce data processing costs by over 50% and automate more than 80% of their data engineering workloads. Our founding team brings decades of experience in cybersecurity and infrastructure, having previously managed environments ingesting more than 12 petabytes of data per day. That deep domain expertise informs our bold, opinionated approach to solving one of the biggest pain points in enterprise infrastructure: how to unify and act on fragmented, fast-growing data streams. Purpose-built for scale, speed, and simplicity, DataBahn replaces patchwork stacks with a single intuitive solution that accelerates time to value and turns security data from a cost center into a strategic asset.

Average Rating: 4.8/5.0

Total Reviews: 5

Who Is the Company Behind DataBahn?

Who Uses This Product?

  • Company Size: 60% Large, 20% Medium

What Do G2 Reviewers Say About DataBahn?

AI-generated summary from verified user reviews

Pros
  • Users value the AI-driven automation and scalability of DataBahn, enhancing data accessibility and decision-making efficiency.
  • Users value the scalability of DataBahn for enhancing data accessibility and decision-making through real-time integration.
  • Users value the streamlining processes of DataBahn, enhancing data accessibility and decision-making through AI-driven automation.
Cons
  • Users face a complex setup at first, requiring time to learn the platform before it becomes user-friendly.
  • Users find that there’s a difficult learning curve initially, particularly when establishing complex data pipelines.

What Are Recent G2 Reviews of DataBahn?

Precision Bridge Data Migrator

Precision Bridge is dedicated to simplifying data migration and data management across enterprise Service Management platforms - covering data migration, archiving, replication and synchronisation. With over 150 successful projects and more than 1 billion records migrated, Precision Bridge has the expertise and the tooling to make your next migration simple and fast. The Precision Bridge Data Migration and Management Solution has collectively saved organisations over 100,000 hours - freeing teams to focus on what matters most, while we handle the complexity of moving their Service Management data.

Average Rating: 4.7/5.0

Total Reviews: 6

Who Is the Company Behind Precision Bridge Data Migrator?

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Do G2 Reviewers Say About Precision Bridge Data Migrator?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the software deployment capability of Precision Bridge Data Migrator for seamless project transitions.
Cons
  • Users find the navigation challenges for new users in Precision Bridge Data Migrator can be frustrating and limiting.
  • Users find the high cost of Precision Bridge Data Migrator unjustifiable, especially for infrequent usage and limited features.
  • Users report limited customization options in Precision Bridge Data Migrator, making it challenging for new users to navigate.

What Are Recent G2 Reviews of Precision Bridge Data Migrator?

Rippling

Rippling is the AI workforce management platform that connects HR, IT, and Finance — giving Rippling AI everything it needs to help run your company. Because employee data, permissions, and approvals all live in one place, Rippling AI has a complete view of your business and can take action quickly and safely, across the entire employee lifecycle, from hiring to benefits administration to access management. Automate business tasks, ensure compliance, and streamline approvals with workflows that understand your organization. Enjoy timely payroll, real-time financial visibility, and dynamic spend policies that adjust as your business changes. Simplify IT with device management, software access, and compliance monitoring, all from one dashboard. Because Rippling AI works from a single source of truth instead of disconnected systems, your business can save time, reduce costs, and enhance efficiency — with the trust and safety that comes from unified data and permissions. Experience the power of AI-driven, unified management with Rippling today.

Average Rating: 4.7/5.0

Total Reviews: 12,925

Who Is the Company Behind Rippling?

  • Seller: Rippling
  • Company Website:
  • Year Founded: 2016
  • HQ Location: San Francisco, CA
  • Twitter: @Rippling
    12,402 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,798 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Account Executive
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 56% Medium, 28% Small

What Do G2 Reviewers Say About Rippling?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Rippling, enjoying a seamless experience with a single login for multiple tools.
  • Users appreciate the intuitive interface of Rippling, making navigation and access to features seamless and easy.
  • Users love the simple and efficient navigation of Rippling, with easy access to essential features at their fingertips.
  • Users appreciate the user-friendly interface of Rippling, praising its calendar and intuitive search features.
  • Users value the easy access to Clock in/out and payslips, enjoying a streamlined and efficient experience.
Cons
  • Users find missing features in Rippling, particularly in reporting, support response times, and app functionality.
  • Users find Rippling to be not user-friendly, facing challenges with slow performance and confusing reporting setup.
  • Users note a challenging learning curve, which can be overwhelming due to the platform's numerous powerful features.
  • Users find Rippling has limited features, with outdated design and cluttered information impacting usability and aesthetics.
  • Users note that improvement is needed in notification for time off approvals and overall system speed.

What Are Recent G2 Reviews of Rippling?

What Are G2 Users Discussing About Rippling?

Verdantis Master Data Management Suite

Verdantis MDM Suite is an AI-native master data management software built specifically for asset-intensive industries like Oil & Gas, Mining, Energy, Utilities, and Manufacturing. Unlike generic MDM platforms, it is engineered from the ground up to handle the complexity of industrial data across materials, customers, vendors, and services, making it the go-to solution for enterprises that cannot afford data inconsistencies in their operations. Harmonize tackles legacy data by automating the cleansing, deduplication, and normalization of data accumulated from ERP migrations, acquisitions, and multi-site operations, turning years of messy records into clean, usable master data. Integrity keeps that data clean going forward through business rules, validation checks, and change workflows that teams configure themselves, ensuring ongoing master data governance around your standards. MDM Suite also includes a set of AI tools built for industrial data challenges. AutoDoc extracts structured data from engineering drawings, BOMs, and datasheets using OCR and contextual AI. SpareSeek surfaces equivalent, alternate, and obsolete parts across vendor catalogs. TransAI translates and localizes data into regional languages and technical standards for global teams. Auto-Enrichment automatically populates missing attributes across master data using AI models trained on industrial data. Verdantis connects natively with SAP S/4HANA, SAP ECC, Oracle EAM, IBM Maximo, and Microsoft Dynamics 365, and deploys on cloud, on-premise, or hybrid infrastructure.

Average Rating: 4.5/5.0

Total Reviews: 10

Who Is the Company Behind Verdantis Master Data Management Suite?

  • Seller: Verdantis
  • Year Founded: 2004
  • HQ Location: Princeton, US
  • LinkedIn® Page: www.linkedin.com
    82 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 70% Large, 40% Medium

What Do G2 Reviewers Say About Verdantis Master Data Management Suite?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Verdantis, finding it fast and customizable for their data management needs.
  • Users value the data accuracy of Verdantis, enhancing operational efficiency and streamlining management across multiple domains.
  • Users praise the unified data management of Verdantis, enhancing efficiency and accuracy across multiple operational domains.
  • Users commend the data quality of Verdantis, which enhances efficiency and accuracy across inventory and operations.
  • Users love the time-saving benefits of Verdantis, enhancing efficiency and reducing delays across operations.
Cons
  • Users find the difficult setup frustrating, as there’s no off-the-shelf integration and it requires significant time investment.
  • Users find the complex setup of Verdantis Master Data Management Suite frustrating due to the lack of off-the-shelf integrations.
  • Users feel that the data management issues like time-consuming setups and required manual reviews hinder efficiency.
  • Users find the initial setup frustrating due to lack of ready-made integrations, complicating the process.

What Are Recent G2 Reviews of Verdantis Master Data Management Suite?

HighQ

HighQ is a secure, cloud‑based collaboration platform built specifically for legal professionals to streamline workflows, improve productivity, and elevate service delivery. By bringing documents, workflows, and stakeholders together in one centralized platform, HighQ enables legal teams to work more efficiently, collaborate securely, and deliver exceptional client experiences at scale. With integrated AI capabilities embedded directly into legal workflows, HighQ helps teams meet rising client expectations through real‑time collaboration, 24/7 access to legal matters, and faster insights from complex information. Automated workflows reduce administrative burden, increase transparency, and minimize risk—freeing legal professionals to focus on higher‑value work. Designed to manage complexity, HighQ empowers legal teams to streamline processes, eliminate manual inefficiencies, and build differentiated, future‑ready services through technology, automation, and data‑driven decision‑making.

Average Rating: 4.3/5.0

Total Reviews: 16

Who Is the Company Behind HighQ?

  • Seller: Thomson Reuters
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Toronto, CA
  • Twitter: @thomsonreuters
    150,224 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    36,803 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Legal Services
  • Company Size: 50% Medium, 38% Large

What Do G2 Reviewers Say About HighQ?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the comprehensive information provided by HighQ, facilitating effective collaboration and content sharing.
  • Users value the high customizability of HighQ, enabling personalized workflows and tailored views for their needs.
  • Users highlight the simplicity and robustness of HighQ, enhancing workflow efficiency and project management.
  • Users love the automated workflows in HighQ, enhancing efficiency and streamlining their processes effectively.
  • Users value the highly customizable case management features, which enhance user experience and efficiency in handling cases.
Cons
  • Users find the difficult setup of HighQ requires excessive time and resources, causing frustration and challenges.
  • Users face implementation challenges with HighQ, citing time-consuming processes and inadequate integrations that complicate usage.
  • Users find the missing features of HighQ limiting, affecting workflow automation, UI intuitiveness, and integrations.
  • Users struggle with a steep learning curve, finding implementation difficult and time-consuming due to the platform's complexity.
  • Users face frequent technical issues with HighQ, including downtime, bugs, and a lack of intuitive integrations.

What Are Recent G2 Reviews of HighQ?

What Are G2 Users Discussing About HighQ?

Promethium

Promethium delivers self-service data at AI scale through its revolutionary Instant Data Fabric™ — the first agentic platform purpose-built for modern enterprises. Unlike traditional data architectures that require complex ETL pipelines and data movement, Promethium provides real-time, zero-copy access to distributed data across cloud, on-premises, and SaaS platforms. The platform's 360° Context Engine aggregates technical and business metadata to ensure accurate, contextual responses, while Mantra™, our Data Answer Agent, enables teams to build and share reusable data products instantly. Promethium empowers data teams to respond 10x faster to business questions while maintaining enterprise-grade governance and security.

Average Rating: 4.2/5.0

Total Reviews: 13

Who Is the Company Behind Promethium?

  • Seller: Promethium
  • Year Founded: 2018
  • HQ Location: Menlo Park, US
  • Twitter: @PromethiumI
    366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 46% Medium, 31% Large

What Do G2 Reviewers Say About Promethium?

AI-generated summary from verified user reviews

Pros
  • Users value the centralized data management capabilities of Promethium, enhancing collaboration and decision-making through analytics.
  • Users praise the centralized analytics of Promethium, enhancing teamwork and improving decision-making effortlessly.
  • Users value the centralized collaboration capabilities of Promethium, enhancing teamwork and data-driven decision-making.
  • Users appreciate the centralized data management of Promethium, enhancing teamwork and simplifying analytics with AI.
  • Users highlight the interactive visualizations of Promethium, enhancing their ability to understand and leverage data effectively.
Cons
  • Users find the complexity of insights challenging, making it hard for non-experts to interpret effectively.
  • Users find complex insights challenging to interpret, making it hard for non-experts to utilize the product effectively.
  • Users find that difficult learning hampers their ability to interpret complex insights effectively.
  • Users find the lack of features in Promethium frustrating compared to more established analytics tools.
  • Users find the limited features of Promethium frustrating compared to other analytics tools available on the market.

What Are Recent G2 Reviews of Promethium?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated May 14, 2025